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EEG

Electroencephalography epilepsy

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Showing 451–475 of 2431 papers

TitleStatusHype
NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG SignalsCode2
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface—0
Symbolic dynamics of joint brain states during dyadic coordinationCode0
Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis—0
Recording Brain Activity While Listening to Music Using Wearable EEG Devices Combined with Bidirectional Long Short-Term Memory Networks—0
AttDiCNN: Attentive Dilated Convolutional Neural Network for Automatic Sleep Staging using Visibility Graph and Force-directed Layout—0
EEG-Defender: Defending against Jailbreak through Early Exit Generation of Large Language Models—0
Deep Learning-based Classification of Dementia using Image Representation of Subcortical Signals—0
Parkinson's Disease Classification via EEG: All You Need is a Single Convolutional LayerCode1
Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks—0
EEG Right & Left Voluntary Hand Movement-based Virtual Brain-Computer Interfacing Keyboard Using Hybrid Deep Learning Approach—0
ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease AssessmentCode1
EEG-SCMM: Soft Contrastive Masked Modeling for Cross-Corpus EEG-Based Emotion Recognition—0
Classification of High-dimensional Time Series in Spectral Domain using Explainable Features—0
Localized Sparse Principal Component Analysis of Multivariate Time Series in Frequency Domain—0
SPEED: Scalable Preprocessing of EEG Data for Self-Supervised LearningCode1
A Single Channel-Based Neonatal Sleep-Wake Classification using Hjorth Parameters and Improved Gradient Boosting—0
LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language ModelsCode0
Visual Neural Decoding via Improved Visual-EEG Semantic Consistency—0
A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective—0
A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data Modalities—0
A Deep Generative Model for Five-Class Sleep Staging with Arbitrary Sensor Input—0
Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings—0
EEGMobile: Enhancing Speed and Accuracy in EEG-Based Gaze Prediction with Advanced Mobile Architectures—0
Advancing EEG-Based Gaze Prediction Using Depthwise Separable Convolution and Enhanced Pre-ProcessingCode0
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